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Single-image steganalysis in real-world scenarios based on classifier inconsistency detection. Daniel Lerch-Hostalot and David Megias. In Proceedings of the 19th International Conference on Availability, Reliability and Security (ARES ‘24). July 2024. [10.1145/3664476.3670911].
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Aletheia: an open-source toolbox for steganalysis. Journal of Open Source Software. Daniel Lerch-Hostalot and David Megias. 9(93), 5982. January 2024. [10.21105/joss.05982].
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Real-world actor-based image steganalysis via classifier inconsistency detection. Daniel Lerch-Hostalot and David Megias. In Proceedings of the 18th International Conference on Availability, Reliability and Security (ARES ‘23). August 2023. [10.1145/3600160.3605042].
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Subsequent embedding in targeted image steganalysis: Theoretical framework and practical applications. David Megias and Daniel Lerch-Hostalot. IEEE Transactions on Dependable and Secure Computing, February 2022. [10.1109/TDSC.2022.3154967] [arXiv].
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Detection of Classifier Inconsistencies in Image Steganalysis. Daniel Lerch-Hostalot and David Megias. In Proceedings of the ACM Workshop on Information Hiding and Multimedia Security. July 2019. [pdf] [slides].
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Diagnóstico de CSM en estegoanálisis. Daniel Lerch-Hostalot y David Megias. Reunión Española de Criptografía y Seguridad XV. Octubre 2018. [pdf] [slides].
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Manifold alignment approach to cover source mismatch in steganalysis. Daniel Lerch-Hostalot and David Megias. Reunión Española de Criptografía y Seguridad XIV. October 2016. [pdf] [slides] [code].
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Unsupervised steganalysis based on artificial training sets. Daniel Lerch-Hostalot. UOC Research Week 2016,18 April 2016. [slides].
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Unsupervised steganalysis based on artificial training sets. Daniel Lerch-Hostalot and David Megias. Engineering Applications of Artificial Intelligence, April 2016. [10.1016/j.engappai.2015.12.013] [arXiv] [code].
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Esteganografía en zonas ruidosas de la imagen. Daniel Lerch-Hostalot y David Megias. Reunión Española de Criptografía y Seguridad XIII. Septiembre 2014. [pdf] [slides].
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LSB Matching Steganalysis Based on Patterns of Pixel Differences and Random Embedding. Daniel Lerch-Hostalot and David Megias. Computers & Security. February 2013. [10.1016/j.cose.2012.11.005] [arXiv] [code].
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Steganalytic Methods for the Detection of Histogram Shifting Data Hiding Schemes. Daniel Lerch-Hostalot y David Megias. Reunión Española de Criptología y Seguridad XII. Septiembre 2012. [pdf] [slides].
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Steganalytic methods for the detection of histogram shifting data-hiding schemes. Daniel Lerch-Hostalot. Master Thesis (UOC). June 2011. [pdf].